Publication | Closed Access
The complexity of temporal constraint satisfaction problems
147
Citations
28
References
2010
Year
Mathematical ProgrammingConstraint SolvingEngineeringConstraint SatisfactionParameterized ComplexityAutomated ReasoningTemporal Constraint LanguageTemporal Constraint LanguagesFormal MethodsComputational ComplexityComputer ScienceTemporal LogicDiscrete MathematicsCombinatorial OptimizationFormal VerificationConstraint LanguageConstraint Programming
A temporal constraint language is a set of relations that has a first-order definition in(Q;<), the dense linear order of the rational numbers. We present a complete complexity classification of the constraint satisfaction problem (CSP) for temporal constraint languages: if the constraint language is contained in one out of nine temporal constraint languages, then the CSP can be solved in polynomial time; otherwise, the CSP is NP-complete. Our proof combines model-theoretic concepts with techniques from universal algebra, and also applies the so-called product Ramsey theorem, which we believe will useful in similar contexts of constraint satisfaction complexity classification. An extended abstract of this article appeared in the proceedings of STOC'08.
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